[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7391#issuecomment-121148012
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7391#issuecomment-121148004
  
  [Test build #37209 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37209/console)
 for   PR 7391 at commit 
[`89dc797`](https://github.com/apache/spark/commit/89dc797f543f0e5bfcc21223f88c9cfd1e10d2ea).
 * This patch **fails to build**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/7392#discussion_r34541871
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/GenerateOrdering.scala
 ---
@@ -70,17 +70,27 @@ object GenerateOrdering extends 
CodeGenerator[Seq[SortOrder], Ordering[InternalR
   """
 }.mkString("\n")
 
+val mutableStates = ctx.mutableStates.map {
+  case (jt, name, _) => s"private $jt $name;"
+}.mkString("\n  ")
+
+val initStates = ctx.mutableStates.zipWithIndex.map {
+  case ((jt, name, _), index) => s"$name = (${ctx.boxedType(jt)}) 
states[$index];"
+}.mkString("\n")
+
 val code = s"""
-  public SpecificOrdering generate($exprType[] expr) {
-return new SpecificOrdering(expr);
+  public SpecificOrdering generate($exprType[] expr, Object[] states) {
--- End diff --

can't we pass in the code to initialize the variables, rather than using an 
object array?


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121147857
  
  [Test build #37213 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37213/consoleFull)
 for   PR 7392 at commit 
[`fd45c7a`](https://github.com/apache/spark/commit/fd45c7aa90670301779b56fe84e6f2d6afb191d1).


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121147735
  
 Merged build triggered.


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[GitHub] spark pull request: [SPARK-4362] [MLLIB] Make prediction probabili...

2015-07-13 Thread srowen
Github user srowen commented on the pull request:

https://github.com/apache/spark/pull/7376#issuecomment-121147720
  
The prediction is already checked in the existing tests. I can add a check 
for sum to 1 though, yes.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121147754
  
Merged build started.


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[GitHub] spark pull request: Simplify localFraction in CoalescedRDDPartitio...

2015-07-13 Thread srowen
Github user srowen commented on a diff in the pull request:

https://github.com/apache/spark/pull/7384#discussion_r34541669
  
--- Diff: core/src/main/scala/org/apache/spark/rdd/CoalescedRDD.scala ---
@@ -58,7 +58,7 @@ private[spark] case class CoalescedRDDPartition(
   val parentPreferredLocations = rdd.context.getPreferredLocs(rdd, 
p.index).map(_.host)
   preferredLocation.exists(parentPreferredLocations.contains)
 }
-if (parents.size == 0) 0.0 else (loc.toDouble / parents.size.toDouble)
--- End diff --

This isn't worth the overhead of bothering with review and commit. I'd 
close this PR please.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/7392#discussion_r34541628
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala
 ---
@@ -56,6 +56,14 @@ class CodeGenContext {
*/
   val references: mutable.ArrayBuffer[Expression] = new 
mutable.ArrayBuffer[Expression]()
 
+  /**
+   * Holding expressions' mutable states like `Rand.rng`, and keep them as 
member variables
+   * in generated classes like `SpecificProjection`.
+   * Each element is a 3-tuple: java type, variable name, variable value.
+   */
+  val mutableStates: mutable.ArrayBuffer[(String, String, Any)] =
--- End diff --

let's add a function so we don;t call += directly on the array buffer.

```scala
def addMutableState(javaType: String, variableName: String, initialValue: 
String): Unit
```

this way it also makes it more clear what the semantics are for each 
element in the tuple3.


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[GitHub] spark pull request: [SPARK-8761][Deploy]Added synchronization in r...

2015-07-13 Thread srowen
Github user srowen commented on a diff in the pull request:

https://github.com/apache/spark/pull/7364#discussion_r34541643
  
--- Diff: core/src/main/scala/org/apache/spark/deploy/master/Master.scala 
---
@@ -727,40 +727,44 @@ private[master] class Master(
 
   def removeApplication(app: ApplicationInfo, state: 
ApplicationState.Value) {
 if (apps.contains(app)) {
-  logInfo("Removing app " + app.id)
-  apps -= app
-  idToApp -= app.id
-  endpointToApp -= app.driver
-  addressToApp -= app.driver.address
-  if (completedApps.size >= RETAINED_APPLICATIONS) {
-val toRemove = math.max(RETAINED_APPLICATIONS / 10, 1)
-completedApps.take(toRemove).foreach( a => {
-  appIdToUI.remove(a.id).foreach { ui => webUi.detachSparkUI(ui) }
-  applicationMetricsSystem.removeSource(a.appSource)
-})
-completedApps.trimStart(toRemove)
-  }
-  completedApps += app // Remember it in our history
-  waitingApps -= app
+  synchronized{
--- End diff --

It's a premature optimization -- why? 
Also I don't think this really addresses the full problem, as there are 
other methods modifying the same state concurrently. I'd rather not commit 
something incomplete.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/7392#discussion_r34541583
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/GenerateProjection.scala
 ---
@@ -151,85 +151,96 @@ object GenerateProjection extends 
CodeGenerator[Seq[Expression], Projection] {
 s"""if (!nullBits[$i]) arr[$i] = c$i;"""
 }.mkString("\n  ")
 
+val mutableStates = ctx.mutableStates.map {
+  case (jt, name, _) => s"private $jt $name;"
+}.mkString("\n  ")
+
+val initStates = ctx.mutableStates.zipWithIndex.map {
+  case ((jt, name, _), index) => s"$name = (${ctx.boxedType(jt)}) 
states[$index];"
+}.mkString("\n")
+
 val code = s"""
-public SpecificProjection generate($exprType[] expr) {
-  return new SpecificProjection(expr);
+public SpecificProjection generate($exprType[] expr, Object[] states) {
+  return new SpecificProjection(expr, states);
 }
 
 class SpecificProjection extends ${classOf[BaseProject].getName} {
   private $exprType[] expressions = null;
+  $mutableStates
 
-  public SpecificProjection($exprType[] expr) {
+  public SpecificProjection($exprType[] expr, Object[] states) {
 expressions = expr;
+$initStates
   }
 
   @Override
   public Object apply(Object r) {
-return new SpecificRow(expressions, (InternalRow) r);
+return new SpecificRow((InternalRow) r);
   }
-}
 
-final class SpecificRow extends ${classOf[MutableRow].getName} {
+  final class SpecificRow extends ${classOf[MutableRow].getName} {
--- End diff --

I made `SpecificRow` a inner class of `SpecificProjection` here, so that we 
can access these mutable states easily.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/7392#discussion_r34541509
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/expressions/MonotonicallyIncreasingID.scala
 ---
@@ -49,4 +55,17 @@ private[sql] case class MonotonicallyIncreasingID() 
extends LeafExpression {
 count += 1
 (TaskContext.get().partitionId().toLong << 33) + currentCount
   }
+
+  override def genCode(ctx: CodeGenContext, ev: GeneratedExpressionCode): 
String = {
+val countTerm = ctx.freshName("count")
+val partitionMaskTerm = ctx.freshName("partitionMask")
+ctx.mutableStates += (("long", countTerm, count))
+ctx.mutableStates += (("long", partitionMaskTerm, partitionMask))
--- End diff --

i think you should just explicitly initialize partiitonmask, rather than 
relying on the current value (i.e. generate the code to initialize it with task 
context)


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/7392#discussion_r34541483
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/expressions/MonotonicallyIncreasingID.scala
 ---
@@ -49,4 +55,17 @@ private[sql] case class MonotonicallyIncreasingID() 
extends LeafExpression {
 count += 1
 (TaskContext.get().partitionId().toLong << 33) + currentCount
--- End diff --

use partitionMask here?


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[GitHub] spark pull request: [Minor][SQL] Allow spaces in the beginning and...

2015-07-13 Thread srowen
Github user srowen commented on a diff in the pull request:

https://github.com/apache/spark/pull/7390#discussion_r34541474
  
--- Diff: unsafe/src/main/java/org/apache/spark/unsafe/types/Interval.java 
---
@@ -43,12 +43,13 @@
* Finally is the unit name, ends with an optional "s".
*/
   private static String unitRegex(String unit) {
-return "(?:\\s+(-?\\d+)\\s+" + unit + "s?)?";
+return "(?:\\s+(-?\\d+)\\s+" + unit + "s?\\s*)?";
--- End diff --

Sort-of related question -- why is this class in 'unsafe', and why not use 
Joda time? the JDK already has a rich set of abstractions for time. It seems 
like it's only used in catalyst.


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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121147125
  
  [Test build #9 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SlowSparkPullRequestBuilder/9/console)
 for   PR 6783 at commit 
[`0493dc4`](https://github.com/apache/spark/commit/0493dc4fadf97d148c4cd157efa7719bb1b9f8c0).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `case class Pmod(left: Expression, right: Expression) extends 
BinaryArithmetic `



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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121147149
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121146721
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121146662
  
  [Test build #8 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SlowSparkPullRequestBuilder/8/console)
 for   PR 7241 at commit 
[`2fc7291`](https://github.com/apache/spark/commit/2fc7291333e45979ff4eed3511008b752dc6bb69).
 * This patch **passes all tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

2015-07-13 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/7348#discussion_r34541318
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/types/AbstractDataType.scala 
---
@@ -96,6 +96,24 @@ private[sql] class TypeCollection(private val types: 
Seq[AbstractDataType])
 
 private[sql] object TypeCollection {
 
+  /**
+   * Types that can be ordered/compared. In the long run we should 
probably make this a trait
+   * that can be mixed into each data type, and perhaps create an 
[[AbstractDataType]].
+   */
+  val Ordered = TypeCollection(
+BooleanType,
+ByteType, ShortType, IntegerType, LongType,
+FloatType, DoubleType, DecimalType,
+TimestampType, DateType,
+StringType)
+
+  /**
+   * Types that can be used in bitwise operations.
+   */
+  val Bitwise = TypeCollection(
+BooleanType,
--- End diff --

yes


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121146644
  
  [Test build #37212 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37212/consoleFull)
 for   PR 7392 at commit 
[`12a9e12`](https://github.com/apache/spark/commit/12a9e12059d8663dc9fdd647d942b32152858f2f).


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121146453
  
 Merged build triggered.


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[GitHub] spark pull request: [SPARK-9015] [BUILD] Clean project import in s...

2015-07-13 Thread JoshRosen
Github user JoshRosen commented on a diff in the pull request:

https://github.com/apache/spark/pull/7375#discussion_r34541288
  
--- Diff: pom.xml ---
@@ -319,17 +306,6 @@
   1.0.0
 
 
-
--- End diff --

Note that removing this from the dependencies list will remove Groovy as a 
provided dependency from all of the Spark project POMs.  I always thought it 
was really confusing how the published Maven artifacts would declare a 
dependency on Groovy, so I'm glad to see this cleaned up.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121146474
  
Merged build started.


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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread cloud-fan
GitHub user cloud-fan opened a pull request:

https://github.com/apache/spark/pull/7392

[SPARK-9020][SQL] Support mutable state in code gen expressions



You can merge this pull request into a Git repository by running:

$ git pull https://github.com/cloud-fan/spark mutable-state

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/7392.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #7392


commit 12a9e12059d8663dc9fdd647d942b32152858f2f
Author: Wenchen Fan 
Date:   2015-07-14T06:45:33Z

Support mutable state in code gen expressions




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[GitHub] spark pull request: [SPARK-9020][SQL] Support mutable state in cod...

2015-07-13 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/7392#issuecomment-121146269
  
cc @rxin 


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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7391#issuecomment-121146035
  
  [Test build #37209 has 
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 for   PR 7391 at commit 
[`89dc797`](https://github.com/apache/spark/commit/89dc797f543f0e5bfcc21223f88c9cfd1e10d2ea).


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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

2015-07-13 Thread SparkQA
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https://github.com/apache/spark/pull/7348#issuecomment-121146059
  
  [Test build #37210 has 
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 for   PR 7348 at commit 
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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121145972
  
  [Test build #37211 has 
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 for   PR 7241 at commit 
[`2fc7291`](https://github.com/apache/spark/commit/2fc7291333e45979ff4eed3511008b752dc6bb69).


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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

2015-07-13 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/7348#discussion_r34541015
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/types/AbstractDataType.scala 
---
@@ -96,6 +96,24 @@ private[sql] class TypeCollection(private val types: 
Seq[AbstractDataType])
 
 private[sql] object TypeCollection {
 
+  /**
+   * Types that can be ordered/compared. In the long run we should 
probably make this a trait
+   * that can be mixed into each data type, and perhaps create an 
[[AbstractDataType]].
+   */
+  val Ordered = TypeCollection(
+BooleanType,
+ByteType, ShortType, IntegerType, LongType,
+FloatType, DoubleType, DecimalType,
+TimestampType, DateType,
+StringType)
+
+  /**
+   * Types that can be used in bitwise operations.
+   */
+  val Bitwise = TypeCollection(
+BooleanType,
--- End diff --

Does boolean support bitwise?


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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

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[GitHub] spark pull request: [SPARK-8993][SQL] More comprehensive type chec...

2015-07-13 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/7348#discussion_r34541019
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/types/AbstractDataType.scala 
---
@@ -96,6 +96,24 @@ private[sql] class TypeCollection(private val types: 
Seq[AbstractDataType])
 
 private[sql] object TypeCollection {
 
+  /**
+   * Types that can be ordered/compared. In the long run we should 
probably make this a trait
+   * that can be mixed into each data type, and perhaps create an 
[[AbstractDataType]].
+   */
+  val Ordered = TypeCollection(
+BooleanType,
+ByteType, ShortType, IntegerType, LongType,
+FloatType, DoubleType, DecimalType,
+TimestampType, DateType,
+StringType)
+
+  /**
+   * Types that can be used in bitwise operations.
+   */
+  val Bitwise = TypeCollection(
+BooleanType,
--- End diff --

Does boolean support bitwise?


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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread JoshRosen
Github user JoshRosen commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121145780
  
Master's tests might be in a bad state right now.  If all else fails, I can 
try manually running this tomorrow on my local machine to make sure that tests 
pass, then can merge and re-trigger tests on all Python PRs.  Thanks for your 
patience while we've been fighting build / test break issues.


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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121145758
  
  [Test build #37208 has 
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 for   PR 6783 at commit 
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[GitHub] spark pull request: [Minor][SQL] Allow spaces in the beginning and...

2015-07-13 Thread SparkQA
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https://github.com/apache/spark/pull/7390#issuecomment-121145726
  
  [Test build #37207 has 
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 for   PR 7390 at commit 
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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7348#issuecomment-121145755
  
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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread JoshRosen
Github user JoshRosen commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121145699
  
Jenkins, retest this please.


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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7348#issuecomment-121145739
  
  [Test build #37202 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37202/console)
 for   PR 7348 at commit 
[`e4727cc`](https://github.com/apache/spark/commit/e4727cc538590112b9eb48bae77b8ec454227c2f).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `case class And(left: Expression, right: Expression) extends 
BinaryOperator with Predicate `
  * `case class Or(left: Expression, right: Expression) extends 
BinaryOperator with Predicate `



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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

2015-07-13 Thread JoshRosen
Github user JoshRosen commented on the pull request:

https://github.com/apache/spark/pull/7391#issuecomment-121145405
  
/cc @rxin


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[GitHub] spark pull request: [SPARK-9031] Merge BlockObjectWriter and DiskB...

2015-07-13 Thread JoshRosen
GitHub user JoshRosen opened a pull request:

https://github.com/apache/spark/pull/7391

[SPARK-9031] Merge BlockObjectWriter and DiskBlockObject writer to remove 
abstract class

BlockObjectWriter has only one concrete non-test class, 
DiskBlockObjectWriter. In order to simplify the code in preparation for other 
refactorings, I think that we should remove this base class and have only 
DiskBlockObjectWriter.

While at one time we may have planned to have multiple BlockObjectWriter 
implementations, that doesn't seem to have happened, so the extra abstraction 
seems unnecessary.

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/JoshRosen/spark 
shuffle-write-interface-refactoring

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/7391.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #7391


commit 1607c913bc4c8de937029871a3cd942c37598533
Author: Josh Rosen 
Date:   2015-07-14T00:58:48Z

Merge BlockObjectWriter and DiskBlockObjectWriter

commit 5755918aefc51622e73dfb0c6741c28b70720923
Author: Josh Rosen 
Date:   2015-07-14T00:59:30Z

Remove unnecessary val in case class

commit 89dc797f543f0e5bfcc21223f88c9cfd1e10d2ea
Author: Josh Rosen 
Date:   2015-07-14T06:36:12Z

Rename test suite.




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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121144971
  
  [Test build #11 has 
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 for   PR 6783 at commit 
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[GitHub] spark pull request: [Minor][SQL] Allow spaces in the beginning and...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7390#issuecomment-121145034
  
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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/7385#issuecomment-121145033
  
> @zsxwing will TaskContext.get() work for you? AFAIK we're trying to avoid 
the introduction of new withContext methods when TaskContext.get() will suffice 
(see some of the old discussions regarding mapPartitionsWithContext, etc.).

Forgot it. It should work. Thanks.


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[GitHub] spark pull request: [Minor][SQL] Allow spaces in the beginning and...

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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121144923
  
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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread JoshRosen
Github user JoshRosen commented on the pull request:

https://github.com/apache/spark/pull/7385#issuecomment-121144882
  
@zsxwing will `TaskContext.get()` work for you?  AFAIK we're trying to 
avoid the introduction of new `withContext` methods when `TaskContext.get()` 
will suffice (see some of the old discussions regarding 
`mapPartitionsWithContext`, etc.).


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[GitHub] spark pull request: [SPARK-8706] [PySpark] [Project infra] Add pyl...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7241#issuecomment-121144873
  
  [Test build #37196 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37196/console)
 for   PR 7241 at commit 
[`2fc7291`](https://github.com/apache/spark/commit/2fc7291333e45979ff4eed3511008b752dc6bb69).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/7385#issuecomment-121144704
  
@JoshRosen thank you for fixing this. Actually, I have another requirement 
for `submitJob`. Current `submitJob` signature is 
```
  def submitJob[T, U, R](
  rdd: RDD[T],
  processPartition: Iterator[T] => U,
  partitions: Seq[Int],
  resultHandler: (Int, U) => Unit,
  resultFunc: => R): SimpleFutureAction[R]
```
I cannot access `TaskContext` in this method. Could you change 
`processPartition: Iterator[T] => U` to `processPartition: (TaskContext, 
Iterator[T]) => U`, or add a new method for it?


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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/5267#issuecomment-121144687
  
  [Test build #37205 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37205/console)
 for   PR 5267 at commit 
[`080274b`](https://github.com/apache/spark/commit/080274b8a4ced53c758175e894c648d5e2318d59).
 * This patch **fails Scala style tests**.
 * This patch **does not merge cleanly**.
 * This patch adds the following public classes _(experimental)_:
  * `case class ClusterNodeStat (`
  * `class BisectingKMeansModel(val node: ClusterNode) extends Serializable 
with Logging `



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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/5267#issuecomment-121144688
  
Build finished. Test FAILed.


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[GitHub] spark pull request: [Minor][SQL] Allow spaces in the beginning and...

2015-07-13 Thread viirya
GitHub user viirya opened a pull request:

https://github.com/apache/spark/pull/7390

[Minor][SQL] Allow spaces in the beginning and ending of string for Interval

This is a minor fixing for #7355 to allow spaces in the beginning and 
ending of string parsed to `Interval`.

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/viirya/spark-1 fix_interval_string

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/7390.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #7390


commit 815a9cb438ef99ad0640a70b39501db1d94887ed
Author: Liang-Chi Hsieh 
Date:   2015-07-14T06:17:58Z

Slightly modify regex to allow spaces in the beginning and ending of string.

commit 57861f7726a91f733ff563b4d46e50a9eb5a8483
Author: Liang-Chi Hsieh 
Date:   2015-07-14T06:31:43Z

Fix scala style.




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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread zhichao-li
Github user zhichao-li commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121144576
  
retest this please. [Fail by timeout after 1 
minute](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37198/testReport/org.apache.spark.sql.hive.thriftserver/CliSuite/Single_command_with___database/)


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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/5267#issuecomment-121144033
  
  [Test build #37205 has 
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[GitHub] spark pull request: [SPARK-6284][MESOS] Add mesos role, principal ...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/4960#issuecomment-121144099
  
  [Test build #37206 has 
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[GitHub] spark pull request: [SPARK-8911] Fix local mode endless heartbeats

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7382#issuecomment-121143886
  
  [Test build #37203 has 
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[GitHub] spark pull request: [SPARK-7292] Local checkpointing

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7279#issuecomment-121143509
  
  [Test build #37204 has 
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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/7348#discussion_r34540368
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
 ---
@@ -48,6 +49,9 @@ case class UnaryMinus(child: Expression) extends 
UnaryArithmetic {
 case class UnaryPositive(child: Expression) extends UnaryArithmetic {
   override def prettyName: String = "positive"
 
+  override def checkInputDataTypes(): TypeCheckResult =
+TypeUtils.checkForNumericExpr(child.dataType, "operator -")
--- End diff --

should be "operator +"?


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[GitHub] spark pull request: [SPARK-6284][MESOS] Add mesos role, principal ...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/4960#issuecomment-121143349
  
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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/5267#issuecomment-121143339
  
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[GitHub] spark pull request: [SPARK-7292] Local checkpointing

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7279#issuecomment-121143340
  
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[GitHub] spark pull request: [SPARK-8911] Fix local mode endless heartbeats

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7382#issuecomment-121143335
  
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[GitHub] spark pull request: [SPARK-6284][MESOS] Add mesos role, principal ...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/4960#issuecomment-121143334
  
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[GitHub] spark pull request: [SPARK-7292] Local checkpointing

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-8911] Fix local mode endless heartbeats

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7382#issuecomment-121143323
  
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[GitHub] spark pull request: [SPARK-6517][mllib] Implement the Algorithm of...

2015-07-13 Thread yu-iskw
Github user yu-iskw commented on the pull request:

https://github.com/apache/spark/pull/5267#issuecomment-121143278
  
@mengxr Sorry for the delay of my modification. I have just modified the 
implementation as follows. Could you review it when you have time? I am 
checking the performance on EC2. I'll get back to you later.

- Remove Python API (will add later)
- Rename the class name from HierarchicalClustering to BisectingKMeans
- Change the way how to initialize the child centers
- Use avg. cost for the criterion, not variance


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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7348#issuecomment-121143164
  
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[GitHub] spark pull request: [SPARK-6284][MESOS] Add mesos role, principal ...

2015-07-13 Thread andrewor14
Github user andrewor14 commented on the pull request:

https://github.com/apache/spark/pull/4960#issuecomment-121142791
  
retest this please


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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7348#issuecomment-121142497
  
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[GitHub] spark pull request: [SPARK-7292] Local checkpointing

2015-07-13 Thread andrewor14
Github user andrewor14 commented on the pull request:

https://github.com/apache/spark/pull/7279#issuecomment-121142486
  
retest this please


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[GitHub] spark pull request: [SPARK-8911] Fix local mode endless heartbeats

2015-07-13 Thread andrewor14
Github user andrewor14 commented on the pull request:

https://github.com/apache/spark/pull/7382#issuecomment-121142551
  
retest this please


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[GitHub] spark pull request: [SPARK-8993][SQL] [WIP] Leverage ExpectsInputT...

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121141423
  
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7387#issuecomment-121141229
  
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121141206
  
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121141117
  
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7387#issuecomment-121141101
  
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121141144
  
  [Test build #10 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SlowSparkPullRequestBuilder/10/consoleFull)
 for   PR 7387 at commit 
[`e8c2e09`](https://github.com/apache/spark/commit/e8c2e09505916d981a64827728ef305719d58834).


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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread adrian-wang
Github user adrian-wang commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121141030
  
retest this please.


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[GitHub] spark pull request: [SPARK-4362] [MLLIB] Make prediction probabili...

2015-07-13 Thread acidghost
Github user acidghost closed the pull request at:

https://github.com/apache/spark/pull/6761


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[GitHub] spark pull request: [SPARK-4362] [MLLIB] Make prediction probabili...

2015-07-13 Thread acidghost
Github user acidghost commented on the pull request:

https://github.com/apache/spark/pull/7376#issuecomment-121140598
  
Looks good to me. There's no check that they sum to 1 or that the 
prediction from probabilities is right, but I don't think is necessary


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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121140048
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-8221][SQL]Add pmod function

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6783#issuecomment-121140029
  
  [Test build #37198 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37198/console)
 for   PR 6783 at commit 
[`0493dc4`](https://github.com/apache/spark/commit/0493dc4fadf97d148c4cd157efa7719bb1b9f8c0).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `case class Pmod(left: Expression, right: Expression) extends 
BinaryArithmetic `



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[GitHub] spark pull request: [SPARK-8962] Add Scalastyle rule to ban direct...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7350#issuecomment-121139541
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-8962] Add Scalastyle rule to ban direct...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7350#issuecomment-121139518
  
  [Test build #37190 has 
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 for   PR 7350 at commit 
[`e3e96f7`](https://github.com/apache/spark/commit/e3e96f705f968f234837b8f14e464d4916014b9b).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7385#issuecomment-121139415
  
  [Test build #37200 has 
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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread AmplabJenkins
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https://github.com/apache/spark/pull/7385#issuecomment-121139114
  
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[GitHub] spark pull request: [SPARK-9026] Refactor SimpleFutureAction.onCom...

2015-07-13 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121139087
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-6851] [SQL] function least/greatest fol...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7387#issuecomment-121139039
  
  [Test build #37195 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/37195/console)
 for   PR 7387 at commit 
[`e8c2e09`](https://github.com/apache/spark/commit/e8c2e09505916d981a64827728ef305719d58834).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `case class Least(children: Seq[Expression]) extends Expression `
  * `case class Greatest(children: Seq[Expression]) extends Expression `



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[GitHub] spark pull request: [SPARK-8840][SparkR] Add float coercion on Spa...

2015-07-13 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/7280#issuecomment-121138135
  
  [Test build #37199 has 
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[`dbf0c1b`](https://github.com/apache/spark/commit/dbf0c1bf6d0234ee5df55ca9040430e9ab3da872).


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[GitHub] spark pull request: [SPARK-8840][SparkR] Add float coercion on Spa...

2015-07-13 Thread viirya
Github user viirya commented on the pull request:

https://github.com/apache/spark/pull/7280#issuecomment-121137898
  
@shivaram @davies I updated this to implicitly convert double to float 
based on schema.


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